Ziqi Liu

Multi-Scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains

Ziqi Liu, Wei Cai, Zhi-Qin John Xu Zhi-Qin John Xu · Communications in Computational Physics · 2020 · 156 citations · Full text

GeniePath: Graph Neural Networks with Adaptive Receptive Paths

Ziqi Liu, Chaochao Chen, Longfei Li et al. · arXiv (Cornell University) · 2018 · 47 citations · Full text

Artificial Intelligence, Geometric Learning, Graph Neural Networks +15

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction

Hao Qian, Hongting Zhou, Qian Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 39 citations · Full text

Stock Price Movements, Asset Pricing, Data Science +16

Deep reinforcement learning for treatment planning in high-dose-rate cervical brachytherapy

Gang Pu, Shan Jiang, Zhiyong Yang et al. · Physica Medica · 2021 · 34 citations

Adaptive Radiotherapy, Deep Reinforcement Learning, Brachytherapy +8

AGL: a Scalable System for Industrial-purpose Graph Machine Learning

Dalong Zhang, Xin Huang, Ziqi Liu et al. · arXiv (Cornell University) · 2020 · 32 citations · Full text

Cluster Computing, Engineering, Machine Learning +21